Run
522673

Run 522673

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5075
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1759
Cross-validation details (10-fold Crossvalidation)
KB relative information score
554.9959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2936
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7738
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2441
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.228
UserCPU time millis testing
0.344
UserCPU time millis training
14.884